In a previous study, a hybrid feature selection method was employed to extract informative genes, with Tuftelin1 (TUFT1) identified as a candidate gene for IPF, while its role in IPF was still unclear [10]. The gene discussed is TUFT1; the disease is idiopathic pulmonary fibrosis.